Pattern Recognition and Information Processing: 13th International Conference, PRIP 2016, Minsk, Belarus, October 3-5, 2016

187 Pages·2017·6.366 MB·English

by  Viktor V. Krasnoproshin, Sergey V. Ablameyko

Viktor V. Krasnoproshin
Sergey V. Ablameyko (Eds.)
Communications in Computer and Information Science 673
Pattern Recognition
and Information Processing
13th International Conference, PRIP 2016
Minsk, Belarus, October 3–5, 2016
Revised Selected Papers
123
Communications
in Computer and Information Science 673
Commenced Publication in 2007
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Pontifical Catholic University of Rio de Janeiro (PUC-Rio),
Rio de Janeiro, Brazil
Phoebe Chen
La Trobe University, Melbourne, Australia
Xiaoyong Du
Renmin University of China, Beijing, China
Joaquim Filipe
Polytechnic Institute of Setúbal, Setúbal, Portugal
Orhun Kara
TÜBİTAK BİLGEM and Middle East Technical University, Ankara, Turkey
Igor Kotenko
St. Petersburg Institute for Informatics and Automation of the Russian
Academy of Sciences, St. Petersburg, Russia
Ting Liu
Harbin Institute of Technology (HIT), Harbin, China
Krishna M. Sivalingam
Indian Institute of Technology Madras, Chennai, India
Takashi Washio
Osaka University, Osaka, Japan
More information about this series at http://www.springer.com/series/7899
Viktor V. Krasnoproshin
Sergey V. Ablameyko (Eds.)
Pattern Recognition
and Information Processing
13th International Conference, PRIP 2016
–
Minsk, Belarus, October 3 5, 2016
Revised Selected Papers
123
Editors
Viktor V.Krasnoproshin Sergey V.Ablameyko
Belarusian State University Belarusian State University
Minsk Minsk
Belarus Belarus
ISSN 1865-0929 ISSN 1865-0937 (electronic)
Communications in Computer andInformation Science
ISBN 978-3-319-54219-5 ISBN978-3-319-54220-1 (eBook)
DOI 10.1007/978-3-319-54220-1
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Preface
The International Conference on Pattern Recognition and Information Processing
(PRIP) started its history in 1991 in Minsk.
Belarusianresearchintheareaofpatternrecognitionandimageprocessingwasvery
intensiveandproductiveintheformerSovietUnion.Asaresult,theUSSRAssociation
ofPatternRecognitiondecidedtoorganizetheFirstAll-UnionConferenceon“Pattern
Recognition and Image Analysis.” The proposal to host the conference was made to
Belarusian scientists. The conference was held in October 1991 in Minsk, with more
than 200 researchers participating.
In December 1992, after the collapse of the USSR, the Belarusian Association for
Image Analysis and Recognition (BAIAR) was founded and in March 1993 the
International Association ofPatternRecognition (IAPR)officiallyacceptedBAIAR as
a national representative of Belarus.
BAIAR management decided that the second conference in the field of pattern
recognitionandimageprocessingshouldtakeplace.BAIARformulatedthegoalofthe
PRIP conference: “To establish cooperation between Belarusian researchers and [the]
international community in the field of pattern recognition and image analysis.” Since
then, the conference has been held every two consecutive years. The conference in
2016 was the 13th event in this series.
Today, PRIP conferences are well known and well recognized. Information about
PRIP is included on all major websites on computer vision and pattern recognition.
Conference proceedings are cited in the INSPEC, the main global database of
publications.
In 2001, BAIAR decided that English would be the only conference language.
PRIP is held in cooperation with other scientific establishments. PRIP 2016, like
previous conferences, was endorsed by the IAPR.
Inall,72papersweresubmittedforPRIP2016from15countries(132authors).All
submissions were reviewed by Program Committee members together with two
additional reviewers. As a result, 49 papers were selected for inclusion in the PRIP
2016 scientific program.
PRIP2016hadtwocategoriesofsessions:plenaryandregularsessions.Atplenary
sessions, presentations were made by six inviter speakers, including the president of
IAPR Ingela Nystrom (Sweden). All the sessions were held in a single track and
participants had enough time for heated discussions after each presentation.
The proceedings of PRIP conferences are published regularly by the conference
organizers.Thisyear,acollectionofselectedpapers(18papers),amongthoseaccepted
for the program of the PRIP conference, after final reviewing were recommended for
publishing in Springer’s Communications in Computer and Information Science
(CCIS) series.
VI Preface
PRIP2016washeldattheBelarusianStateUniversity,oneoftheleadingandoldest
Belarusianuniversities,duringOctober3–5,2016.Theconferencewasdedicatedtothe
60th birthday of the academician and rector of the Belarusian State University Sergey
Ablameyko.
The PRIP 2016 proceedings present new results in the area of pattern recognition
and image processing and its applications.
The volume is aimed at researchers working in pattern recognition and image
analysis, knowledge processing, and knowledge-based decision support system.
January 2017 Sergey Ablameyko
Victor Krasnoproshin
Organization
The International Conference on Pattern Recognition and Information Processing
(PRIP)washostedbytheBelarusianStateUniversity,FacultyofAppliedMathematics
and Computer Sciences, in cooperation with the Belarusian State University of
Informatics and Radioelectronics, the United Institute of Informatics Problems of the
National Academy of Sciences of Belarus, and the Belarusian Association for Image
Analysis and Recognition.
Conference Chairs
S. Ablameyko Belarus
V. Krasnoproshin Belarus
Conference Co-chairs
A. Tuzikov Belarus
D. Samal Belarus
Program Committee
G. Borgefors Uppsala University, Sweden
K. Boyer College of Engineering and Applied Sciences, USA
S. Demidenko Massey University, New Zealand
V. Donskoy Crimean Federal University, Russia
A. Doudkin National Academy of Sciences, Belarus
M. Frucci Institute of High Performance Computing
and Networking, Italy
J. Gil Aluha Royal Academy of Economic and Financial Sciences, Spain
V. Golenkov Belarusian State University of Informatics
and Radioelectronics, Belarus
V. Golovko Brest State Technical University, Belarus
I. Gurevich Russian Academy of Sciences, Russia
R. Hiromoto University of Idaho, USA
A. Imada Brest State Technical University, Belarus
Y. Kharin Belarus State University, Belarus
Y. Kondratenko Black Sea State University, Ukraine
K. Madani University of Paris-Est Créteil Val de Marne, France
A. Marcelli University of Salerno, Italy
I. Nystrom Uppsala University, Sweden
T. Pridmore University of Nottingham, UK
V. Ryazanov Moscow Institute for Physics and Technology, Russia
VIII Organization
G. Sanniti di Baja Institute of High Performance Computing
and Networking, Italy
A. Sashenko Ternopil National Economic University, Ukraine
G. Shakach Ajloun National University, Jordan
V. Shmerko University of Calgary, Canada
I. Sovpel Belarus State University, Belarus
S. Uchida University of Tokyo, Japan
E. Zaitseva University of Žilina, Slovakia
Y. Zhuravlev Moscow State University, Russia
Additional Reviewers
J. Gil Lafuente, Spain
J. Zuev, Russia
T. Downs, Australia
A. Kurbatski, Belarus
S. Janushkevich, Canada
N. Tung, Vietnam
D. Samal, Belarus
H. Liu, China
L. Aslanyan, Armenia
B. Fioleu, France
Local Organizing Committee
V. Obraztsov - Chair
V. Konakh
T. Korbut
N. Roubashko
A. Valvachov
In collaboration with:
(cid:129) FE Byelex Multimedia Products Ltd.
(cid:129) International Associations for Pattern Recognition
Contents
Summarizing Lectures (Plenary Papers)
BoneSplit - A 3D Painting Tool for Interactive Bone Segmentation
in CT Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Ingela Nyström, Johan Nysjö, Andreas Thor, and Filip Malmberg
Computer-Based Technologies for Virtual Screening and Analysis
of Chemical Compounds Promising for Anti-HIV-1 Drug Design . . . . . . . . . 14
A.M. Andrianov, I.A. Kashyn, and A.V. Tuzikov
Pattern Recognition and Image Analysis
Dynamic Colour Clustering for Skin Detection Under Different
Lighting Conditions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27
Nadia Brancati, Giuseppe De Pietro, Maria Frucci, and Luigi Gallo
New Fast Content Based Skew Detection Algorithm
for Document Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36
Mohd Amir and Abhishek Jindal
Classless Logical Regularities and Outliers Detection. . . . . . . . . . . . . . . . . . 44
Alexander Dokukin
Ensembles of Neural Network for Telemetry Multivariate Time
Series Forecasting. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53
Alexander Doudkin and Yauheni Marushko
Comparative Analysis of Some Dynamic Range Reduction Methods
for SAR Image Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63
Valery Starovoitov
A Shallow Convolutional Neural Network for Accurate Handwritten
Digits Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Vladimir Golovko, Mikhno Egor, Aliaksandr Brich,
and Anatoliy Sachenko
Highlighting Tumor Borders Using Generalized Gradient. . . . . . . . . . . . . . . 86
Vassili Kovalev, Eduard Snezhko, Siarhei Kharuzhyk,
and Vitali Liauchuk
Frame Manipulation Techniques in Object-Based Rendering. . . . . . . . . . . . . 97
Victor Krasnoproshin and Dzmitry Mazouka